MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41901 |
mcp-server
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| 41902 |
@markfu909/overleaf-mcp
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An MCP server that provides access to Overleaf projects via Git integration, en…
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| 41903 |
CryptoAgentMail
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Hosted email MCP for AI agents with inboxes, send/receive, memory, recovery, an…
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| 41904 |
Box MCP Server
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Enables AI agents to manage Box files, folders, collaborations, and more via th…
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| 41905 |
Brewteco MCP Server
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Integrates Brewteco APIs with AI assistants, enabling natural language queries …
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| 41906 |
airbyte-oss-mcp
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Read-only MCP server for self-hosted Airbyte OSS 1.6.x, enabling monitoring of …
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| 41907 |
merchant-catalog-mcp
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A demonstration MCP server that exposes a mock merchant catalog with tools for …
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| 41908 |
google-slides-mcp
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An MCP server that enables AI assistants to create, read, and edit Google Slide…
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| 41909 |
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| 41910 |
Trilium MCP Server
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Enables AI clients to manage Trilium Notes with full CRUD operations, search, c…
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| 41911 |
CBETA MCP Server
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Provides access to the Chinese Buddhist Electronic Text Association (CBETA) onl…
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| 41912 |
Enables MCP-compatible assistants to execute Python code, files, and notebooks …
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| 41913 |
Provides a standardized interface for interacting with Google Drive tools and s…
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| 41914 |
FlutterFlow MCP Server
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Connects AI coding agents to FlutterFlow projects, enabling browsing, inspectio…
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| 41915 |
mcp-gera-persona
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GeraPersona MCP — voice/personality skin marketplace for robots and AI agents (…
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| 41916 |
KiCad MCP Server
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Enables LLMs to inspect, edit, analyze, and render PCB layouts in real-time usi…
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| 41917 |
Ambari MCP Server
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Enables AI assistants to manage Apache Ambari clusters, including services, hos…
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| 41918 |
Poke PC
Claim
Provides a Dockerized MCP worker that gives Poke AI assistants persistent termi…
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| 41919 |
AdWhispr MCP Server
Claim
Chat with any brand's Meta (Facebook/Instagram) ads inside Claude — research a …
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| 41920 |
mcpfoundry
Claim
A CLI tool that generates production-ready MCP servers from databases or OpenAP…
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| 41921 |
logic-analyzer-mcp
Claim
AI-driven USB logic analyzer control via FastMCP. Captures digital traces, deco…
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| 41922 |
Aula MCP Server
Claim
Enables Claude to access the Danish school communication platform Aula.dk, allo…
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| 41923 |
rag-paper
Claim
A local-first paper RAG server that enables searching and managing academic PDF…
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| 41924 |
Evaluar MCP Server
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Enables authentication and management of eTalent processes within Evaluar platf…
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| 41925 |
Trillian MCP
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Enables natural language queries of astronomical data across multiple archives …
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| 41926 |
anvie-frappe-mcp-wrapper
Claim
Automates setup and configuration for frappe-mcp, enabling management of multip…
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| 41927 |
Clarigrid
Claim
Read-only electricity, gas, and weather data with structured provenance and uni…
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| 41928 |
sora-mcp-server
Claim
Enables AI assistants to generate, manage, and download AI-generated videos usi…
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| 41929 |
fibo-mcp
Claim
Provides financial agents access to the Financial Industry Business Ontology (F…
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| 41930 |
ARCclaude
Claim
Enables AI assistants to control ArcGIS Pro through natural language, executing…
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| 41931 |
jankins
Claim
Token-optimized Jenkins MCP server with smart log handling and failure triage f…
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| 41932 |
opendrive-mcp-server
Claim
Enables querying OpenDRIVE road network files through structured MCP tools for …
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| 41933 | — | |||||||||
| 41934 |
MegaMem
Claim
Syncs Obsidian notes into a temporal knowledge graph and exposes 23 MCP tools f…
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| 41935 |
website-reader-mcp
Claim
Enables AI chat backends to fetch public webpages and return cleaned, readable …
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| 41936 |
Blueprint MCP
Claim
Provides AI coding agents with durable architecture memory for repositories by …
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| 41937 |
A comprehensive smart home automation system that allows AI assistants to contr…
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| 41938 |
garmin-mcp
Claim
Personal MCP server for interacting with your Garmin Connect data. Exposes 62 t…
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| 41939 |
kaggle-mcp
Claim
A full-featured MCP server for the Kaggle API — competitions, datasets, kernels…
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| 41940 |
dynamic-mcp
Claim
Dynamic MCP server for Node.js enabling runtime tool creation, management, and …
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| 41941 |
Finsliparn
Claim
Transforms single-attempt coding into a multi-attempt, test-validated refinemen…
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| 41942 |
Enables AI assistants to interact with DCS World in real-time through chat by e…
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| 41943 |
Stomped
Claim
An autonomous DFIR agent that hunts timestomping and rename/move laundering on …
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| 41944 |
OpenObserve MCP Server
Claim
An MCP server that enables AI assistants to query and explore your OpenObserve …
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| 41945 |
mcp-coinpaprika
Claim
Enables access to Coinpaprika cryptocurrency data, including coin listings, pri…
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| 41946 |
Azure DevOps MCP Server
Claim
Enables AI assistants to interact with Azure DevOps APIs for managing projects,…
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| 41947 |
watch-materials-mcp
Claim
MCP server for materials science monitoring, searching ArXiv preprints and Open…
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| 41948 |
telegram-mcp
Claim
A Telegram integration for Claude, Cursor, and other MCP-compatible clients, ex…
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| 41949 |
Product MCP
Claim
MCP server for ERP product operations that enables AI agents to precheck produc…
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| 41950 |
Meeting Notes MCP Server
Claim
A self-hosted MCP server for storing, searching, and querying meeting notes wit…
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